Dataset statistics
| Number of variables | 41 |
|---|---|
| Number of observations | 1176 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 224.1 KiB |
| Average record size in memory | 195.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 27 |
Age is highly overall correlated with TotalWorkingYears | High correlation |
MonthlyIncome is highly overall correlated with TotalWorkingYears and 3 other fields | High correlation |
TotalWorkingYears is highly overall correlated with Age and 4 other fields | High correlation |
YearsAtCompany is highly overall correlated with TotalWorkingYears and 3 other fields | High correlation |
YearsInCurrentRole is highly overall correlated with YearsAtCompany and 2 other fields | High correlation |
YearsSinceLastPromotion is highly overall correlated with YearsAtCompany and 1 other fields | High correlation |
YearsWithCurrManager is highly overall correlated with YearsAtCompany and 1 other fields | High correlation |
JobLevel is highly overall correlated with MonthlyIncome and 2 other fields | High correlation |
StockOptionLevel is highly overall correlated with MaritalStatus_Single | High correlation |
BusinessTravel_Travel_Frequently is highly overall correlated with BusinessTravel_Travel_Rarely | High correlation |
BusinessTravel_Travel_Rarely is highly overall correlated with BusinessTravel_Travel_Frequently | High correlation |
EducationField_Life Sciences is highly overall correlated with EducationField_Medical | High correlation |
EducationField_Medical is highly overall correlated with EducationField_Life Sciences | High correlation |
JobRole_Manager is highly overall correlated with MonthlyIncome and 2 other fields | High correlation |
JobRole_Research Director is highly overall correlated with MonthlyIncome | High correlation |
MaritalStatus_Married is highly overall correlated with MaritalStatus_Single | High correlation |
MaritalStatus_Single is highly overall correlated with StockOptionLevel and 1 other fields | High correlation |
EducationField_Other is highly imbalanced (70.2%) | Imbalance |
EducationField_Technical Degree is highly imbalanced (53.8%) | Imbalance |
JobRole_Human Resources is highly imbalanced (78.2%) | Imbalance |
JobRole_Manager is highly imbalanced (63.2%) | Imbalance |
JobRole_Manufacturing Director is highly imbalanced (54.4%) | Imbalance |
JobRole_Research Director is highly imbalanced (69.9%) | Imbalance |
JobRole_Sales Representative is highly imbalanced (70.9%) | Imbalance |
Reproduction
| Analysis started | 2023-05-21 13:39:42.320281 |
|---|---|
| Analysis finished | 2023-05-21 13:40:09.062943 |
| Duration | 26.74 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
Age
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.8909793 × 10-17 |
| Minimum | -2.0708311 |
|---|---|
| Maximum | 2.5072053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 637 |
| Negative (%) | 54.2% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -2.0708311 |
|---|---|
| 5-th percentile | -1.4168259 |
| Q1 | -0.76282068 |
| median | -0.10881549 |
| Q3 | 0.65419056 |
| 95-th percentile | 1.8532001 |
| Maximum | 2.5072053 |
| Range | 4.5780363 |
| Interquartile range (IQR) | 1.4170112 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -1.6982328 × 1016 |
| Kurtosis | -0.42959798 |
| Mean | -5.8909793 × 10-17 |
| Median Absolute Deviation (MAD) | 0.65400519 |
| Skewness | 0.40368726 |
| Sum | -4.4408921 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3268172188 | 64 | 5.4% |
| -0.217816354 | 57 | 4.8% |
| -0.1088154892 | 56 | 4.8% |
| -0.8718215428 | 56 | 4.8% |
| -0.6538198132 | 53 | 4.5% |
| -0.762820678 | 51 | 4.3% |
| -0.5448189484 | 51 | 4.3% |
| 0.1091862404 | 48 | 4.1% |
| 0.32718797 | 47 | 4.0% |
| -0.4358180836 | 47 | 4.0% |
| Other values (33) | 646 |
| Value | Count | Frequency (%) |
| -2.070831056 | 6 | 0.5% |
| -1.961830191 | 8 | 0.7% |
| -1.852829326 | 11 | 0.9% |
| -1.743828461 | 9 | 0.8% |
| -1.634827596 | 12 | 1.0% |
| -1.525826732 | 12 | 1.0% |
| -1.416825867 | 19 | |
| -1.307825002 | 19 | |
| -1.198824137 | 29 | |
| -1.089823272 | 39 |
| Value | Count | Frequency (%) |
| 2.507205266 | 5 | 0.4% |
| 2.398204401 | 7 | 0.6% |
| 2.289203536 | 11 | |
| 2.180202672 | 4 | 0.3% |
| 2.071201807 | 9 | |
| 1.962200942 | 20 | |
| 1.853200077 | 16 | |
| 1.744199212 | 16 | |
| 1.635198348 | 15 | |
| 1.526197483 | 12 |
DailyRate
Real number (ℝ)
| Distinct | 787 |
|---|---|
| Distinct (%) | 66.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3292466 × 10-16 |
| Minimum | -1.7473731 |
|---|---|
| Maximum | 1.7324592 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 591 |
| Negative (%) | 50.3% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.7473731 |
|---|---|
| 5-th percentile | -1.5859697 |
| Q1 | -0.83815476 |
| median | -0.011196028 |
| Q3 | 0.87995016 |
| 95-th percentile | 1.5492446 |
| Maximum | 1.7324592 |
| Range | 3.4798324 |
| Interquartile range (IQR) | 1.7181049 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | 7.5262591 × 1015 |
| Kurtosis | -1.1921753 |
| Mean | 1.3292466 × 10-16 |
| Median Absolute Deviation (MAD) | 0.85250908 |
| Skewness | -0.0040435727 |
| Sum | 1.2664869 × 10-13 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.9870945758 | 5 | 0.4% |
| -0.2816557789 | 4 | 0.3% |
| 1.30869741 | 4 | 0.3% |
| -1.131672138 | 4 | 0.3% |
| -1.463203446 | 4 | 0.3% |
| -0.5359128717 | 4 | 0.3% |
| -1.712475105 | 4 | 0.3% |
| -0.682983151 | 4 | 0.3% |
| -1.184019187 | 4 | 0.3% |
| -0.8450097298 | 4 | 0.3% |
| Other values (777) | 1135 |
| Value | Count | Frequency (%) |
| -1.747373138 | 1 | 0.1% |
| -1.744880421 | 1 | 0.1% |
| -1.742387705 | 1 | 0.1% |
| -1.737402271 | 1 | 0.1% |
| -1.727431405 | 2 | |
| -1.717460539 | 1 | 0.1% |
| -1.714967822 | 2 | |
| -1.712475105 | 4 | |
| -1.709982389 | 2 | |
| -1.707489672 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.732459231 | 1 | 0.1% |
| 1.729966515 | 1 | 0.1% |
| 1.724981082 | 2 | |
| 1.722488365 | 2 | |
| 1.715010215 | 1 | 0.1% |
| 1.710024782 | 3 | |
| 1.705039349 | 1 | 0.1% |
| 1.697561199 | 3 | |
| 1.690083049 | 1 | 0.1% |
| 1.685097616 | 1 | 0.1% |
DistanceFromHome
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.0420301 × 10-17 |
| Minimum | -1.0222189 |
|---|---|
| Maximum | 2.4023027 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 746 |
| Negative (%) | 63.4% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.0222189 |
|---|---|
| 5-th percentile | -1.0222189 |
| Q1 | -0.89991452 |
| median | -0.28839281 |
| Q3 | 0.56773759 |
| 95-th percentile | 2.0353897 |
| Maximum | 2.4023027 |
| Range | 3.4245216 |
| Interquartile range (IQR) | 1.4676521 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -1.655777 × 1016 |
| Kurtosis | -0.29719222 |
| Mean | -6.0420301 × 10-17 |
| Median Absolute Deviation (MAD) | 0.61152171 |
| Skewness | 0.9282202 |
| Sum | -5.6843419 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.022218865 | 168 | |
| -0.8999145224 | 163 | |
| -0.2883928084 | 73 | 6.2% |
| 0.07852022009 | 68 | 5.8% |
| -0.04378412273 | 67 | 5.7% |
| -0.1660884655 | 66 | 5.6% |
| -0.7776101796 | 58 | 4.9% |
| -0.533001494 | 56 | 4.8% |
| -0.6553058368 | 48 | 4.1% |
| -0.4106971512 | 47 | 4.0% |
| Other values (19) | 362 |
| Value | Count | Frequency (%) |
| -1.022218865 | 168 | |
| -0.8999145224 | 163 | |
| -0.7776101796 | 58 | 4.9% |
| -0.6553058368 | 48 | 4.1% |
| -0.533001494 | 56 | 4.8% |
| -0.4106971512 | 47 | 4.0% |
| -0.2883928084 | 73 | |
| -0.1660884655 | 66 | 5.6% |
| -0.04378412273 | 67 | 5.7% |
| 0.07852022009 | 68 |
| Value | Count | Frequency (%) |
| 2.402302734 | 22 | |
| 2.279998391 | 20 | |
| 2.157694048 | 10 | |
| 2.035389705 | 22 | |
| 1.913085362 | 20 | |
| 1.79078102 | 24 | |
| 1.668476677 | 21 | |
| 1.546172334 | 17 | |
| 1.423867991 | 15 | |
| 1.301563648 | 19 |
Education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0.09102879217575739 | |
|---|---|
| 1.064209333982036 | |
| -0.8821517496305211 | |
| -1.8553322914367996 | |
| 2.0373898757883144 | 37 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.42432 |
| Min length | 17 |
Characters and Unicode
| Total characters | 21667 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.064209333982036 |
|---|---|
| 2nd row | -1.8553322914367996 |
| 3rd row | -1.8553322914367996 |
| 4th row | -1.8553322914367996 |
| 5th row | 2.0373898757883144 |
Common Values
| Value | Count | Frequency (%) |
| 0.09102879217575739 | 455 | |
| 1.064209333982036 | 320 | |
| -0.8821517496305211 | 224 | |
| -1.8553322914367996 | 140 | 11.9% |
| 2.0373898757883144 | 37 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.09102879217575739 | 455 | |
| 1.064209333982036 | 320 | |
| 0.8821517496305211 | 224 | |
| 1.8553322914367996 | 140 | 11.9% |
| 2.0373898757883144 | 37 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2810 | |
| 9 | 2686 | |
| 3 | 2490 | |
| 1 | 2443 | |
| 2 | 2315 | |
| 7 | 2295 | |
| 5 | 1675 | |
| 8 | 1511 | |
| . | 1176 | |
| 6 | 1144 | |
| Other values (2) | 1122 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20127 | |
| Other Punctuation | 1176 | 5.4% |
| Dash Punctuation | 364 | 1.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2810 | |
| 9 | 2686 | |
| 3 | 2490 | |
| 1 | 2443 | |
| 2 | 2315 | |
| 7 | 2295 | |
| 5 | 1675 | |
| 8 | 1511 | |
| 6 | 1144 | |
| 4 | 758 | 3.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 364 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21667 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2810 | |
| 9 | 2686 | |
| 3 | 2490 | |
| 1 | 2443 | |
| 2 | 2315 | |
| 7 | 2295 | |
| 5 | 1675 | |
| 8 | 1511 | |
| . | 1176 | |
| 6 | 1144 | |
| Other values (2) | 1122 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21667 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2810 | |
| 9 | 2686 | |
| 3 | 2490 | |
| 1 | 2443 | |
| 2 | 2315 | |
| 7 | 2295 | |
| 5 | 1675 | |
| 8 | 1511 | |
| . | 1176 | |
| 6 | 1144 | |
| Other values (2) | 1122 | 5.2% |
EnvironmentSatisfaction
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0.2602020720875338 | |
|---|---|
| 1.1791138942345 | |
| -1.5776215722063986 | |
| -0.6587097500594324 |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 17.496599 |
| Min length | 15 |
Characters and Unicode
| Total characters | 20576 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.6587097500594324 |
|---|---|
| 2nd row | 0.2602020720875338 |
| 3rd row | -1.5776215722063986 |
| 4th row | -0.6587097500594324 |
| 5th row | 1.1791138942345 |
Common Values
| Value | Count | Frequency (%) |
| 0.2602020720875338 | 376 | |
| 1.1791138942345 | 348 | |
| -1.5776215722063986 | 229 | |
| -0.6587097500594324 | 223 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.2602020720875338 | 376 | |
| 1.1791138942345 | 348 | |
| 1.5776215722063986 | 229 | |
| 0.6587097500594324 | 223 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3001 | |
| 2 | 2762 | |
| 7 | 2233 | |
| 3 | 1900 | |
| 5 | 1851 | |
| 1 | 1850 | |
| 8 | 1552 | |
| 9 | 1371 | |
| 6 | 1286 | |
| . | 1176 | 5.7% |
| Other values (2) | 1594 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18948 | |
| Other Punctuation | 1176 | 5.7% |
| Dash Punctuation | 452 | 2.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3001 | |
| 2 | 2762 | |
| 7 | 2233 | |
| 3 | 1900 | |
| 5 | 1851 | |
| 1 | 1850 | |
| 8 | 1552 | |
| 9 | 1371 | |
| 6 | 1286 | |
| 4 | 1142 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 452 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20576 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3001 | |
| 2 | 2762 | |
| 7 | 2233 | |
| 3 | 1900 | |
| 5 | 1851 | |
| 1 | 1850 | |
| 8 | 1552 | |
| 9 | 1371 | |
| 6 | 1286 | |
| . | 1176 | 5.7% |
| Other values (2) | 1594 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3001 | |
| 2 | 2762 | |
| 7 | 2233 | |
| 3 | 1900 | |
| 5 | 1851 | |
| 1 | 1850 | |
| 8 | 1552 | |
| 9 | 1371 | |
| 6 | 1286 | |
| . | 1176 | 5.7% |
| Other values (2) | 1594 |
JobInvolvement
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0.37356374698936007 | |
|---|---|
| -1.0481545910672325 | |
| 1.7952820850459525 | |
| -2.469872929123825 | 64 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.84949 |
| Min length | 18 |
Characters and Unicode
| Total characters | 22167 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.7952820850459525 |
|---|---|
| 2nd row | 0.37356374698936007 |
| 3rd row | 0.37356374698936007 |
| 4th row | 0.37356374698936007 |
| 5th row | 0.37356374698936007 |
Common Values
| Value | Count | Frequency (%) |
| 0.37356374698936007 | 705 | |
| -1.0481545910672325 | 294 | |
| 1.7952820850459525 | 113 | 9.6% |
| -2.469872929123825 | 64 | 5.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.37356374698936007 | 705 | |
| 1.0481545910672325 | 294 | |
| 1.7952820850459525 | 113 | 9.6% |
| 2.469872929123825 | 64 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 3178 | |
| 0 | 2929 | |
| 7 | 2586 | |
| 6 | 2473 | |
| 5 | 2216 | |
| 9 | 2122 | |
| 4 | 1470 | |
| 8 | 1353 | |
| 2 | 1247 | 5.6% |
| . | 1176 | 5.3% |
| Other values (2) | 1417 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20633 | |
| Other Punctuation | 1176 | 5.3% |
| Dash Punctuation | 358 | 1.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 3178 | |
| 0 | 2929 | |
| 7 | 2586 | |
| 6 | 2473 | |
| 5 | 2216 | |
| 9 | 2122 | |
| 4 | 1470 | |
| 8 | 1353 | |
| 2 | 1247 | 6.0% |
| 1 | 1059 | 5.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 358 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 22167 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 3178 | |
| 0 | 2929 | |
| 7 | 2586 | |
| 6 | 2473 | |
| 5 | 2216 | |
| 9 | 2122 | |
| 4 | 1470 | |
| 8 | 1353 | |
| 2 | 1247 | 5.6% |
| . | 1176 | 5.3% |
| Other values (2) | 1417 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22167 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 3178 | |
| 0 | 2929 | |
| 7 | 2586 | |
| 6 | 2473 | |
| 5 | 2216 | |
| 9 | 2122 | |
| 4 | 1470 | |
| 8 | 1353 | |
| 2 | 1247 | 5.6% |
| . | 1176 | 5.3% |
| Other values (2) | 1417 |
JobLevel
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| -0.0701136189928391 | |
|---|---|
| -0.9862649071659377 | |
| 0.8460376691802596 | |
| 1.7621889573533582 | |
| 2.678340245526457 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.686224 |
| Min length | 17 |
Characters and Unicode
| Total characters | 21975 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.7621889573533582 |
|---|---|
| 2nd row | -0.9862649071659377 |
| 3rd row | 1.7621889573533582 |
| 4th row | -0.9862649071659377 |
| 5th row | -0.0701136189928391 |
Common Values
| Value | Count | Frequency (%) |
| -0.0701136189928391 | 436 | |
| -0.9862649071659377 | 420 | |
| 0.8460376691802596 | 179 | |
| 1.7621889573533582 | 92 | 7.8% |
| 2.678340245526457 | 49 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0701136189928391 | 436 | |
| 0.9862649071659377 | 420 | |
| 0.8460376691802596 | 179 | |
| 1.7621889573533582 | 92 | 7.8% |
| 2.678340245526457 | 49 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 3018 | |
| 0 | 2734 | |
| 6 | 2602 | |
| 1 | 2527 | |
| 7 | 2157 | |
| 8 | 1975 | |
| 3 | 1796 | |
| 2 | 1366 | |
| . | 1176 | 5.4% |
| 5 | 1022 | 4.7% |
| Other values (2) | 1602 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 19943 | |
| Other Punctuation | 1176 | 5.4% |
| Dash Punctuation | 856 | 3.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 3018 | |
| 0 | 2734 | |
| 6 | 2602 | |
| 1 | 2527 | |
| 7 | 2157 | |
| 8 | 1975 | |
| 3 | 1796 | |
| 2 | 1366 | |
| 5 | 1022 | 5.1% |
| 4 | 746 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 856 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21975 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 3018 | |
| 0 | 2734 | |
| 6 | 2602 | |
| 1 | 2527 | |
| 7 | 2157 | |
| 8 | 1975 | |
| 3 | 1796 | |
| 2 | 1366 | |
| . | 1176 | 5.4% |
| 5 | 1022 | 4.7% |
| Other values (2) | 1602 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21975 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 3018 | |
| 0 | 2734 | |
| 6 | 2602 | |
| 1 | 2527 | |
| 7 | 2157 | |
| 8 | 1975 | |
| 3 | 1796 | |
| 2 | 1366 | |
| . | 1176 | 5.4% |
| 5 | 1022 | 4.7% |
| Other values (2) | 1602 |
JobSatisfaction
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 1.1535262668585071 | |
|---|---|
| 0.25276471982955345 | |
| -1.5487583742283537 | |
| -0.6479968271994002 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.688776 |
| Min length | 18 |
Characters and Unicode
| Total characters | 21978 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.6479968271994002 |
|---|---|
| 2nd row | 1.1535262668585071 |
| 3rd row | 0.25276471982955345 |
| 4th row | 0.25276471982955345 |
| 5th row | 0.25276471982955345 |
Common Values
| Value | Count | Frequency (%) |
| 1.1535262668585071 | 366 | |
| 0.25276471982955345 | 354 | |
| -1.5487583742283537 | 240 | |
| -0.6479968271994002 | 216 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.1535262668585071 | 366 | |
| 0.25276471982955345 | 354 | |
| 1.5487583742283537 | 240 | |
| 0.6479968271994002 | 216 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 3600 | |
| 2 | 2706 | |
| 7 | 2226 | |
| 8 | 2022 | |
| 1 | 1908 | |
| 6 | 1884 | |
| 4 | 1620 | |
| 9 | 1572 | |
| 3 | 1440 | 6.6% |
| 0 | 1368 | 6.2% |
| Other values (2) | 1632 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20346 | |
| Other Punctuation | 1176 | 5.4% |
| Dash Punctuation | 456 | 2.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 3600 | |
| 2 | 2706 | |
| 7 | 2226 | |
| 8 | 2022 | |
| 1 | 1908 | |
| 6 | 1884 | |
| 4 | 1620 | |
| 9 | 1572 | |
| 3 | 1440 | 7.1% |
| 0 | 1368 | 6.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 456 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21978 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 3600 | |
| 2 | 2706 | |
| 7 | 2226 | |
| 8 | 2022 | |
| 1 | 1908 | |
| 6 | 1884 | |
| 4 | 1620 | |
| 9 | 1572 | |
| 3 | 1440 | 6.6% |
| 0 | 1368 | 6.2% |
| Other values (2) | 1632 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21978 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 3600 | |
| 2 | 2706 | |
| 7 | 2226 | |
| 8 | 2022 | |
| 1 | 1908 | |
| 6 | 1884 | |
| 4 | 1620 | |
| 9 | 1572 | |
| 3 | 1440 | 6.6% |
| 0 | 1368 | 6.2% |
| Other values (2) | 1632 |
MonthlyIncome
Real number (ℝ)
| Distinct | 1098 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.2504361 × 10-17 |
| Minimum | -1.1898763 |
|---|---|
| Maximum | 2.886856 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 774 |
| Negative (%) | 65.8% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.1898763 |
|---|---|
| 5-th percentile | -0.95200956 |
| Q1 | -0.77304523 |
| median | -0.33095496 |
| Q3 | 0.40338998 |
| 95-th percentile | 2.3531876 |
| Maximum | 2.886856 |
| Range | 4.0767323 |
| Interquartile range (IQR) | 1.1764352 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -1.3798142 × 1016 |
| Kurtosis | 0.92103034 |
| Mean | -7.2504361 × 10-17 |
| Median Absolute Deviation (MAD) | 0.49174884 |
| Skewness | 1.3329503 |
| Sum | -9.1482377 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.9033183638 | 4 | 0.3% |
| -0.8175444676 | 3 | 0.3% |
| -0.8798863972 | 3 | 0.3% |
| -0.845705822 | 3 | 0.3% |
| -0.664699254 | 3 | 0.3% |
| -0.2111079731 | 3 | 0.3% |
| -0.7713254508 | 2 | 0.2% |
| -0.04235481888 | 2 | 0.2% |
| -0.7756248943 | 2 | 0.2% |
| -0.08212467052 | 2 | 0.2% |
| Other values (1088) | 1149 |
| Value | Count | Frequency (%) |
| -1.189876268 | 1 | |
| -1.180847437 | 1 | |
| -1.174398272 | 1 | |
| -1.17224855 | 1 | |
| -1.169883856 | 1 | |
| -1.143872223 | 1 | |
| -1.141937474 | 1 | |
| -1.135703281 | 1 | |
| -1.132908643 | 1 | |
| -1.131403837 | 1 |
| Value | Count | Frequency (%) |
| 2.886855984 | 1 | |
| 2.880406818 | 1 | |
| 2.876752292 | 1 | |
| 2.862349156 | 1 | |
| 2.85976949 | 1 | |
| 2.859339546 | 1 | |
| 2.85675988 | 1 | |
| 2.820644555 | 1 | |
| 2.81913975 | 1 | |
| 2.814410362 | 1 |
NumCompaniesWorked
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.2504361 × 10-17 |
| Minimum | -1.0837043 |
|---|---|
| Maximum | 2.5379966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 686 |
| Negative (%) | 58.3% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.0837043 |
|---|---|
| 5-th percentile | -1.0837043 |
| Q1 | -0.68129313 |
| median | -0.27888192 |
| Q3 | 0.5259405 |
| 95-th percentile | 2.1355853 |
| Maximum | 2.5379966 |
| Range | 3.6217009 |
| Interquartile range (IQR) | 1.2072336 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -1.3798142 × 1016 |
| Kurtosis | -0.052565136 |
| Mean | -7.2504361 × 10-17 |
| Median Absolute Deviation (MAD) | 0.40241121 |
| Skewness | 0.99907072 |
| Sum | -5.6843419 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6812931309 | 415 | |
| -1.083704342 | 160 | 13.6% |
| 0.1235292919 | 126 | 10.7% |
| 0.5259405033 | 118 | 10.0% |
| -0.2788819195 | 111 | 9.4% |
| 1.733174138 | 66 | 5.6% |
| 0.9283517147 | 52 | 4.4% |
| 1.330762926 | 51 | 4.3% |
| 2.135585349 | 41 | 3.5% |
| 2.53799656 | 36 | 3.1% |
| Value | Count | Frequency (%) |
| -1.083704342 | 160 | 13.6% |
| -0.6812931309 | 415 | |
| -0.2788819195 | 111 | 9.4% |
| 0.1235292919 | 126 | 10.7% |
| 0.5259405033 | 118 | 10.0% |
| 0.9283517147 | 52 | 4.4% |
| 1.330762926 | 51 | 4.3% |
| 1.733174138 | 66 | 5.6% |
| 2.135585349 | 41 | 3.5% |
| 2.53799656 | 36 | 3.1% |
| Value | Count | Frequency (%) |
| 2.53799656 | 36 | 3.1% |
| 2.135585349 | 41 | 3.5% |
| 1.733174138 | 66 | 5.6% |
| 1.330762926 | 51 | 4.3% |
| 0.9283517147 | 52 | 4.4% |
| 0.5259405033 | 118 | 10.0% |
| 0.1235292919 | 126 | 10.7% |
| -0.2788819195 | 111 | 9.4% |
| -0.6812931309 | 415 | |
| -1.083704342 | 160 | 13.6% |
PercentSalaryHike
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.6313481 × 10-16 |
| Minimum | -1.1528964 |
|---|---|
| Maximum | 2.6540202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 730 |
| Negative (%) | 62.1% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.1528964 |
|---|---|
| 5-th percentile | -1.1528964 |
| Q1 | -0.88097377 |
| median | -0.33712854 |
| Q3 | 0.7505619 |
| 95-th percentile | 1.8382523 |
| Maximum | 2.6540202 |
| Range | 3.8069166 |
| Interquartile range (IQR) | 1.6315357 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -6.1325074 × 1015 |
| Kurtosis | -0.33061221 |
| Mean | -1.6313481 × 10-16 |
| Median Absolute Deviation (MAD) | 0.54384522 |
| Skewness | 0.80666244 |
| Sum | -1.9184654 × 10-13 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.152896378 | 168 | |
| -0.6090511553 | 167 | |
| -0.8809737668 | 158 | |
| -0.3371285438 | 156 | |
| -0.06520593235 | 81 | |
| 0.7505619021 | 72 | |
| 0.4786392906 | 64 | 5.4% |
| 0.2067166791 | 63 | 5.4% |
| 1.022484514 | 62 | 5.3% |
| 1.294407125 | 49 | 4.2% |
| Other values (5) | 136 |
| Value | Count | Frequency (%) |
| -1.152896378 | 168 | |
| -0.8809737668 | 158 | |
| -0.6090511553 | 167 | |
| -0.3371285438 | 156 | |
| -0.06520593235 | 81 | |
| 0.2067166791 | 63 | 5.4% |
| 0.4786392906 | 64 | 5.4% |
| 0.7505619021 | 72 | |
| 1.022484514 | 62 | 5.3% |
| 1.294407125 | 49 | 4.2% |
| Value | Count | Frequency (%) |
| 2.654020183 | 16 | 1.4% |
| 2.382097571 | 15 | 1.3% |
| 2.11017496 | 25 | 2.1% |
| 1.838252348 | 43 | |
| 1.566329737 | 37 | |
| 1.294407125 | 49 | |
| 1.022484514 | 62 | |
| 0.7505619021 | 72 | |
| 0.4786392906 | 64 | |
| 0.2067166791 | 63 |
RelationshipSatisfaction
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 1.1604029781681362 | |
|---|---|
| 0.24021828341039647 | |
| -0.6799664113473433 | |
| -1.600151106105083 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.505952 |
| Min length | 18 |
Characters and Unicode
| Total characters | 21763 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.24021828341039647 |
|---|---|
| 2nd row | 0.24021828341039647 |
| 3rd row | 1.1604029781681362 |
| 4th row | 0.24021828341039647 |
| 5th row | -0.6799664113473433 |
Common Values
| Value | Count | Frequency (%) |
| 1.1604029781681362 | 365 | |
| 0.24021828341039647 | 355 | |
| -0.6799664113473433 | 240 | |
| -1.600151106105083 | 216 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.1604029781681362 | 365 | |
| 0.24021828341039647 | 355 | |
| 0.6799664113473433 | 240 | |
| 1.600151106105083 | 216 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3730 | |
| 0 | 3115 | |
| 6 | 2602 | |
| 3 | 2251 | |
| 4 | 2150 | |
| 2 | 1795 | |
| 8 | 1656 | |
| 9 | 1200 | 5.5% |
| 7 | 1200 | 5.5% |
| . | 1176 | 5.4% |
| Other values (2) | 888 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20131 | |
| Other Punctuation | 1176 | 5.4% |
| Dash Punctuation | 456 | 2.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3730 | |
| 0 | 3115 | |
| 6 | 2602 | |
| 3 | 2251 | |
| 4 | 2150 | |
| 2 | 1795 | |
| 8 | 1656 | |
| 9 | 1200 | 6.0% |
| 7 | 1200 | 6.0% |
| 5 | 432 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 456 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21763 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3730 | |
| 0 | 3115 | |
| 6 | 2602 | |
| 3 | 2251 | |
| 4 | 2150 | |
| 2 | 1795 | |
| 8 | 1656 | |
| 9 | 1200 | 5.5% |
| 7 | 1200 | 5.5% |
| . | 1176 | 5.4% |
| Other values (2) | 888 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21763 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3730 | |
| 0 | 3115 | |
| 6 | 2602 | |
| 3 | 2251 | |
| 4 | 2150 | |
| 2 | 1795 | |
| 8 | 1656 | |
| 9 | 1200 | 5.5% |
| 7 | 1200 | 5.5% |
| . | 1176 | 5.4% |
| Other values (2) | 888 | 4.1% |
StockOptionLevel
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| -0.9354054242077128 | |
|---|---|
| 0.2474298218872014 | |
| 1.4302650679821156 | |
| 2.61310031407703 |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 18.315476 |
| Min length | 16 |
Characters and Unicode
| Total characters | 21539 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.61310031407703 |
|---|---|
| 2nd row | 0.2474298218872014 |
| 3rd row | 0.2474298218872014 |
| 4th row | -0.9354054242077128 |
| 5th row | 0.2474298218872014 |
Common Values
| Value | Count | Frequency (%) |
| -0.9354054242077128 | 503 | |
| 0.2474298218872014 | 482 | |
| 1.4302650679821156 | 125 | 10.6% |
| 2.61310031407703 | 66 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.9354054242077128 | 503 | |
| 0.2474298218872014 | 482 | |
| 1.4302650679821156 | 125 | 10.6% |
| 2.61310031407703 | 66 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3753 | |
| 4 | 3146 | |
| 0 | 2987 | |
| 7 | 2227 | |
| 8 | 2074 | |
| 1 | 2040 | |
| 5 | 1256 | 5.8% |
| . | 1176 | 5.5% |
| 9 | 1110 | 5.2% |
| 3 | 826 | 3.8% |
| Other values (2) | 944 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 19860 | |
| Other Punctuation | 1176 | 5.5% |
| Dash Punctuation | 503 | 2.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 3753 | |
| 4 | 3146 | |
| 0 | 2987 | |
| 7 | 2227 | |
| 8 | 2074 | |
| 1 | 2040 | |
| 5 | 1256 | 6.3% |
| 9 | 1110 | 5.6% |
| 3 | 826 | 4.2% |
| 6 | 441 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 503 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21539 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 3753 | |
| 4 | 3146 | |
| 0 | 2987 | |
| 7 | 2227 | |
| 8 | 2074 | |
| 1 | 2040 | |
| 5 | 1256 | 5.8% |
| . | 1176 | 5.5% |
| 9 | 1110 | 5.2% |
| 3 | 826 | 3.8% |
| Other values (2) | 944 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21539 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 3753 | |
| 4 | 3146 | |
| 0 | 2987 | |
| 7 | 2227 | |
| 8 | 2074 | |
| 1 | 2040 | |
| 5 | 1256 | 5.8% |
| . | 1176 | 5.5% |
| 9 | 1110 | 5.2% |
| 3 | 826 | 3.8% |
| Other values (2) | 944 | 4.4% |
TotalWorkingYears
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.2504361 × 10-17 |
| Minimum | -1.4573851 |
|---|---|
| Maximum | 3.6720869 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 764 |
| Negative (%) | 65.0% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.4573851 |
|---|---|
| 5-th percentile | -1.3291483 |
| Q1 | -0.68796426 |
| median | -0.17501706 |
| Q3 | 0.46616694 |
| 95-th percentile | 2.1332453 |
| Maximum | 3.6720869 |
| Range | 5.129472 |
| Interquartile range (IQR) | 1.1541312 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -1.3798142 × 1016 |
| Kurtosis | 0.86267664 |
| Mean | -7.2504361 × 10-17 |
| Median Absolute Deviation (MAD) | 0.5129472 |
| Skewness | 1.1037068 |
| Sum | -8.4821039 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1750170615 | 160 | 13.6% |
| -0.6879642621 | 99 | 8.4% |
| -0.4314906618 | 87 | 7.4% |
| -0.3032538616 | 79 | 6.7% |
| -0.8162010623 | 76 | 6.5% |
| -1.329148263 | 63 | 5.4% |
| -0.559727462 | 52 | 4.4% |
| -0.9444378625 | 49 | 4.2% |
| 0.08145653888 | 38 | 3.2% |
| -0.04678026129 | 34 | 2.9% |
| Other values (30) | 439 |
| Value | Count | Frequency (%) |
| -1.457385063 | 9 | 0.8% |
| -1.329148263 | 63 | |
| -1.200911463 | 24 | 2.0% |
| -1.072674663 | 32 | 2.7% |
| -0.9444378625 | 49 | |
| -0.8162010623 | 76 | |
| -0.6879642621 | 99 | |
| -0.559727462 | 52 | |
| -0.4314906618 | 87 | |
| -0.3032538616 | 79 |
| Value | Count | Frequency (%) |
| 3.672086944 | 1 | 0.1% |
| 3.415613343 | 1 | 0.1% |
| 3.287376543 | 4 | |
| 3.159139743 | 5 | |
| 3.030902943 | 3 | 0.3% |
| 2.902666143 | 2 | 0.2% |
| 2.774429342 | 6 | |
| 2.646192542 | 6 | |
| 2.517955742 | 9 | |
| 2.389718942 | 7 |
TrainingTimesLastYear
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.625218 × 10-17 |
| Minimum | -2.1980915 |
|---|---|
| Maximum | 2.580015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 554 |
| Negative (%) | 47.1% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -2.1980915 |
|---|---|
| 5-th percentile | -1.4017404 |
| Q1 | -0.60538935 |
| median | 0.19096174 |
| Q3 | 0.19096174 |
| 95-th percentile | 1.7836639 |
| Maximum | 2.580015 |
| Range | 4.7781066 |
| Interquartile range (IQR) | 0.79635109 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | 2.7596283 × 1016 |
| Kurtosis | 0.70438706 |
| Mean | 3.625218 × 10-17 |
| Median Absolute Deviation (MAD) | 0.79635109 |
| Skewness | 0.61412914 |
| Sum | 4.2632564 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6053893511 | 457 | |
| 0.1909617416 | 394 | |
| 0.9873128343 | 95 | 8.1% |
| 1.783663927 | 84 | 7.1% |
| -1.401740444 | 56 | 4.8% |
| 2.58001502 | 49 | 4.2% |
| -2.198091537 | 41 | 3.5% |
| Value | Count | Frequency (%) |
| -2.198091537 | 41 | 3.5% |
| -1.401740444 | 56 | 4.8% |
| -0.6053893511 | 457 | |
| 0.1909617416 | 394 | |
| 0.9873128343 | 95 | 8.1% |
| 1.783663927 | 84 | 7.1% |
| 2.58001502 | 49 | 4.2% |
| Value | Count | Frequency (%) |
| 2.58001502 | 49 | 4.2% |
| 1.783663927 | 84 | 7.1% |
| 0.9873128343 | 95 | 8.1% |
| 0.1909617416 | 394 | |
| -0.6053893511 | 457 | |
| -1.401740444 | 56 | 4.8% |
| -2.198091537 | 41 | 3.5% |
WorkLifeBalance
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0.33762109125915835 | |
|---|---|
| -1.0555101484628426 | |
| 1.7307523309811592 | |
| -2.4486413881848437 | 70 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.893707 |
| Min length | 18 |
Characters and Unicode
| Total characters | 22219 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.33762109125915835 |
|---|---|
| 2nd row | 0.33762109125915835 |
| 3rd row | 0.33762109125915835 |
| 4th row | 0.33762109125915835 |
| 5th row | 0.33762109125915835 |
Common Values
| Value | Count | Frequency (%) |
| 0.33762109125915835 | 711 | |
| -1.0555101484628426 | 270 | 23.0% |
| 1.7307523309811592 | 125 | 10.6% |
| -2.4486413881848437 | 70 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.33762109125915835 | 711 | |
| 1.0555101484628426 | 270 | 23.0% |
| 1.7307523309811592 | 125 | 10.6% |
| 2.4486413881848437 | 70 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3458 | |
| 5 | 3193 | |
| 3 | 2648 | |
| 2 | 2282 | |
| 0 | 2212 | |
| 8 | 1726 | |
| 9 | 1672 | |
| 6 | 1321 | 5.9% |
| . | 1176 | 5.3% |
| 4 | 1160 | 5.2% |
| Other values (2) | 1371 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20703 | |
| Other Punctuation | 1176 | 5.3% |
| Dash Punctuation | 340 | 1.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3458 | |
| 5 | 3193 | |
| 3 | 2648 | |
| 2 | 2282 | |
| 0 | 2212 | |
| 8 | 1726 | |
| 9 | 1672 | |
| 6 | 1321 | 6.4% |
| 4 | 1160 | 5.6% |
| 7 | 1031 | 5.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1176 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 340 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 22219 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3458 | |
| 5 | 3193 | |
| 3 | 2648 | |
| 2 | 2282 | |
| 0 | 2212 | |
| 8 | 1726 | |
| 9 | 1672 | |
| 6 | 1321 | 5.9% |
| . | 1176 | 5.3% |
| 4 | 1160 | 5.2% |
| Other values (2) | 1371 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22219 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3458 | |
| 5 | 3193 | |
| 3 | 2648 | |
| 2 | 2282 | |
| 0 | 2212 | |
| 8 | 1726 | |
| 9 | 1672 | |
| 6 | 1321 | 5.9% |
| . | 1176 | 5.3% |
| 4 | 1160 | 5.2% |
| Other values (2) | 1371 | 6.2% |
YearsAtCompany
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9258971 × 10-17 |
| Minimum | -1.1588006 |
|---|---|
| Maximum | 4.9227013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 753 |
| Negative (%) | 64.0% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.1588006 |
|---|---|
| 5-th percentile | -0.99443571 |
| Q1 | -0.66570587 |
| median | -0.33697604 |
| Q3 | 0.48484856 |
| 95-th percentile | 2.1284977 |
| Maximum | 4.9227013 |
| Range | 6.081502 |
| Interquartile range (IQR) | 1.1505544 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -5.1945945 × 1016 |
| Kurtosis | 3.7103599 |
| Mean | -1.9258971 × 10-17 |
| Median Absolute Deviation (MAD) | 0.49309475 |
| Skewness | 1.7328975 |
| Sum | 5.7731597 × 10-15 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3369760355 | 165 | |
| -0.9944357083 | 132 | |
| -0.6657058719 | 101 | |
| 0.4848485555 | 100 | |
| -0.8300707901 | 100 | |
| -0.5013409537 | 83 | 7.1% |
| -0.008246199127 | 78 | 6.6% |
| 0.1561187191 | 66 | 5.6% |
| 0.3204836373 | 60 | 5.1% |
| -0.1726111173 | 60 | 5.1% |
| Other values (26) | 231 |
| Value | Count | Frequency (%) |
| -1.158800626 | 34 | 2.9% |
| -0.9944357083 | 132 | |
| -0.8300707901 | 100 | |
| -0.6657058719 | 101 | |
| -0.5013409537 | 83 | |
| -0.3369760355 | 165 | |
| -0.1726111173 | 60 | 5.1% |
| -0.008246199127 | 78 | |
| 0.1561187191 | 66 | 5.6% |
| 0.3204836373 | 60 | 5.1% |
| Value | Count | Frequency (%) |
| 4.922701347 | 1 | 0.1% |
| 4.758336429 | 2 | |
| 4.429606592 | 1 | 0.1% |
| 4.265241674 | 3 | |
| 4.100876756 | 2 | |
| 3.936511838 | 3 | |
| 3.772146919 | 1 | 0.1% |
| 3.607782001 | 2 | |
| 3.279052165 | 2 | |
| 3.114687247 | 4 |
YearsInCurrentRole
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2657613 × 10-17 |
| Minimum | -1.1859053 |
|---|---|
| Maximum | 3.5786886 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 727 |
| Negative (%) | 61.8% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.1859053 |
|---|---|
| 5-th percentile | -1.1859053 |
| Q1 | -0.62536487 |
| median | -0.34509464 |
| Q3 | 0.77598629 |
| 95-th percentile | 1.616797 |
| Maximum | 3.5786886 |
| Range | 4.7645939 |
| Interquartile range (IQR) | 1.4013512 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | 4.4154053 × 1016 |
| Kurtosis | 0.36188762 |
| Mean | 2.2657613 × 10-17 |
| Median Absolute Deviation (MAD) | 0.8408107 |
| Skewness | 0.87292763 |
| Sum | 4.0856207 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6253648713 | 295 | |
| -1.185905335 | 189 | |
| 0.7759862885 | 185 | |
| -0.3450946394 | 105 | 8.9% |
| -0.0648244074 | 88 | 7.5% |
| 1.056256521 | 72 | 6.1% |
| 1.336526752 | 54 | 4.6% |
| -0.9056351033 | 50 | 4.3% |
| 0.2154458246 | 28 | 2.4% |
| 0.4957160566 | 28 | 2.4% |
| Other values (8) | 82 | 7.0% |
| Value | Count | Frequency (%) |
| -1.185905335 | 189 | |
| -0.9056351033 | 50 | 4.3% |
| -0.6253648713 | 295 | |
| -0.3450946394 | 105 | 8.9% |
| -0.0648244074 | 88 | 7.5% |
| 0.2154458246 | 28 | 2.4% |
| 0.4957160566 | 28 | 2.4% |
| 0.7759862885 | 185 | |
| 1.056256521 | 72 | 6.1% |
| 1.336526752 | 54 | 4.6% |
| Value | Count | Frequency (%) |
| 3.578688608 | 3 | 0.3% |
| 3.298418376 | 7 | 0.6% |
| 3.018148144 | 6 | 0.5% |
| 2.737877912 | 9 | 0.8% |
| 2.45760768 | 8 | 0.7% |
| 2.177337448 | 6 | 0.5% |
| 1.897067216 | 19 | 1.6% |
| 1.616796984 | 24 | 2.0% |
| 1.336526752 | 54 | |
| 1.056256521 | 72 |
YearsSinceLastPromotion
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.8336241 × 10-17 |
| Minimum | -0.67916501 |
|---|---|
| Maximum | 3.9879448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 877 |
| Negative (%) | 74.6% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -0.67916501 |
|---|---|
| 5-th percentile | -0.67916501 |
| Q1 | -0.67916501 |
| median | -0.36802436 |
| Q3 | 0.25425694 |
| 95-th percentile | 2.1211009 |
| Maximum | 3.9879448 |
| Range | 4.6671098 |
| Interquartile range (IQR) | 0.93342195 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -2.0697212 × 1016 |
| Kurtosis | 3.5327187 |
| Mean | -4.8336241 × 10-17 |
| Median Absolute Deviation (MAD) | 0.31114065 |
| Skewness | 1.970864 |
| Sum | -1.1368684 × 10-13 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6791650102 | 467 | |
| -0.3680243588 | 286 | |
| -0.05688370751 | 124 | 10.5% |
| 1.498819549 | 62 | 5.3% |
| 0.5653975951 | 52 | 4.4% |
| 0.2542569438 | 40 | 3.4% |
| 0.8765382465 | 35 | 3.0% |
| 1.187678898 | 25 | 2.1% |
| 2.743382154 | 20 | 1.7% |
| 2.121100852 | 14 | 1.2% |
| Other values (6) | 51 | 4.3% |
| Value | Count | Frequency (%) |
| -0.6791650102 | 467 | |
| -0.3680243588 | 286 | |
| -0.05688370751 | 124 | 10.5% |
| 0.2542569438 | 40 | 3.4% |
| 0.5653975951 | 52 | 4.4% |
| 0.8765382465 | 35 | 3.0% |
| 1.187678898 | 25 | 2.1% |
| 1.498819549 | 62 | 5.3% |
| 1.8099602 | 14 | 1.2% |
| 2.121100852 | 14 | 1.2% |
| Value | Count | Frequency (%) |
| 3.98794476 | 9 | 0.8% |
| 3.676804108 | 7 | 0.6% |
| 3.365663457 | 9 | 0.8% |
| 3.054522806 | 9 | 0.8% |
| 2.743382154 | 20 | 1.7% |
| 2.432241503 | 3 | 0.3% |
| 2.121100852 | 14 | 1.2% |
| 1.8099602 | 14 | 1.2% |
| 1.498819549 | 62 | |
| 1.187678898 | 25 |
YearsWithCurrManager
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7217584 × 10-17 |
| Minimum | -1.1776872 |
|---|---|
| Maximum | 3.5931989 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 726 |
| Negative (%) | 61.7% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -1.1776872 |
|---|---|
| 5-th percentile | -1.1776872 |
| Q1 | -0.6164065 |
| median | -0.33576614 |
| Q3 | 0.78679529 |
| 95-th percentile | 1.6988764 |
| Maximum | 3.5931989 |
| Range | 4.7708861 |
| Interquartile range (IQR) | 1.4032018 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | 1.4883389 × 1016 |
| Kurtosis | 0.029167955 |
| Mean | 6.7217584 × 10-17 |
| Median Absolute Deviation (MAD) | 0.84192107 |
| Skewness | 0.77803748 |
| Sum | 7.9047879 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6164064978 | 277 | |
| -1.177687211 | 203 | |
| 0.7867952858 | 177 | |
| -0.3357661411 | 109 | 9.3% |
| 1.067435643 | 90 | 7.7% |
| -0.05512578436 | 79 | 6.7% |
| -0.8970468545 | 58 | 4.9% |
| 1.348075999 | 52 | 4.4% |
| 0.2255145724 | 25 | 2.1% |
| 1.628716356 | 24 | 2.0% |
| Other values (8) | 82 | 7.0% |
| Value | Count | Frequency (%) |
| -1.177687211 | 203 | |
| -0.8970468545 | 58 | 4.9% |
| -0.6164064978 | 277 | |
| -0.3357661411 | 109 | 9.3% |
| -0.05512578436 | 79 | 6.7% |
| 0.2255145724 | 25 | 2.1% |
| 0.5061549291 | 23 | 2.0% |
| 0.7867952858 | 177 | |
| 1.067435643 | 90 | 7.7% |
| 1.348075999 | 52 | 4.4% |
| Value | Count | Frequency (%) |
| 3.593198853 | 5 | 0.4% |
| 3.312558496 | 2 | 0.2% |
| 3.03191814 | 3 | 0.3% |
| 2.751277783 | 4 | 0.3% |
| 2.470637426 | 10 | 0.9% |
| 2.189997069 | 17 | 1.4% |
| 1.909356713 | 18 | 1.5% |
| 1.628716356 | 24 | 2.0% |
| 1.348075999 | 52 | |
| 1.067435643 | 90 |
AverageSatisfaction
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.4680372 × 10-16 |
| Minimum | -2.7371672 |
|---|---|
| Maximum | 2.0229671 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 655 |
| Negative (%) | 55.7% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -2.7371672 |
|---|---|
| 5-th percentile | -1.6793596 |
| Q1 | -0.62155193 |
| median | -0.092648117 |
| Q3 | 0.96515951 |
| 95-th percentile | 1.4940633 |
| Maximum | 2.0229671 |
| Range | 4.7601343 |
| Interquartile range (IQR) | 1.5867114 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -1.8295878 × 1015 |
| Kurtosis | -0.40547242 |
| Mean | -5.4680372 × 10-16 |
| Median Absolute Deviation (MAD) | 0.52890381 |
| Skewness | -0.14506052 |
| Sum | -6.4304118 × 10-13 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.09264811722 | 227 | |
| 0.4362556976 | 216 | |
| -0.621551932 | 196 | |
| 0.9651595124 | 170 | |
| -1.150455747 | 139 | |
| 1.494063327 | 99 | |
| -1.679359562 | 66 | 5.6% |
| 2.022967142 | 36 | 3.1% |
| -2.208263376 | 16 | 1.4% |
| -2.737167191 | 11 | 0.9% |
| Value | Count | Frequency (%) |
| -2.737167191 | 11 | 0.9% |
| -2.208263376 | 16 | 1.4% |
| -1.679359562 | 66 | 5.6% |
| -1.150455747 | 139 | |
| -0.621551932 | 196 | |
| -0.09264811722 | 227 | |
| 0.4362556976 | 216 | |
| 0.9651595124 | 170 | |
| 1.494063327 | 99 | |
| 2.022967142 | 36 | 3.1% |
| Value | Count | Frequency (%) |
| 2.022967142 | 36 | 3.1% |
| 1.494063327 | 99 | |
| 0.9651595124 | 170 | |
| 0.4362556976 | 216 | |
| -0.09264811722 | 227 | |
| -0.621551932 | 196 | |
| -1.150455747 | 139 | |
| -1.679359562 | 66 | 5.6% |
| -2.208263376 | 16 | 1.4% |
| -2.737167191 | 11 | 0.9% |
SalaryDeviation
Real number (ℝ)
| Distinct | 1109 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9636598 × 10-17 |
| Minimum | -3.4764153 |
|---|---|
| Maximum | 3.3894218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 647 |
| Negative (%) | 55.0% |
| Memory size | 9.3 KiB |
Quantile statistics
| Minimum | -3.4764153 |
|---|---|
| 5-th percentile | -1.6426668 |
| Q1 | -0.54067125 |
| median | -0.076506363 |
| Q3 | 0.54999419 |
| 95-th percentile | 1.6423048 |
| Maximum | 3.3894218 |
| Range | 6.8658371 |
| Interquartile range (IQR) | 1.0906654 |
Descriptive statistics
| Standard deviation | 1.0004254 |
|---|---|
| Coefficient of variation (CV) | -5.0946985 × 1016 |
| Kurtosis | 1.4366032 |
| Mean | -1.9636598 × 10-17 |
| Median Absolute Deviation (MAD) | 0.55256812 |
| Skewness | 0.39453793 |
| Sum | -1.2434498 × 10-14 |
| Variance | 1.0008511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3370100399 | 4 | 0.3% |
| -0.2547977711 | 3 | 0.3% |
| -0.1348734524 | 3 | 0.3% |
| 0.04360872834 | 3 | 0.3% |
| 0.5001974679 | 3 | 0.3% |
| -0.2178399622 | 2 | 0.2% |
| 0.4810685072 | 2 | 0.2% |
| -0.4572072943 | 2 | 0.2% |
| -0.290247098 | 2 | 0.2% |
| 0.3686865985 | 2 | 0.2% |
| Other values (1099) | 1150 |
| Value | Count | Frequency (%) |
| -3.476415259 | 1 | |
| -3.347440048 | 1 | |
| -3.320687667 | 1 | |
| -3.213585445 | 1 | |
| -2.767829016 | 1 | |
| -2.620752021 | 1 | |
| -2.611319585 | 1 | |
| -2.578132981 | 1 | |
| -2.542683654 | 1 | |
| -2.516666763 | 1 |
| Value | Count | Frequency (%) |
| 3.389421795 | 1 | |
| 3.376599698 | 1 | |
| 3.358497915 | 1 | |
| 3.342658854 | 1 | |
| 3.333607962 | 1 | |
| 3.320785865 | 1 | |
| 3.280811092 | 1 | |
| 3.183514003 | 1 | |
| 3.175971593 | 1 | |
| 3.175217352 | 1 |
BusinessTravel_Travel_Frequently
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 951 | |
| 1 | 225 | 19.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 951 | |
| 1 | 225 | 19.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 951 | |
| 1 | 225 | 19.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 951 | |
| 1 | 225 | 19.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 951 | |
| 1 | 225 | 19.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 951 | |
| 1 | 225 | 19.1% |
BusinessTravel_Travel_Rarely
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 828 | |
| 0 | 348 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 828 | |
| 0 | 348 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 828 | |
| 0 | 348 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 828 | |
| 0 | 348 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 828 | |
| 0 | 348 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 828 | |
| 0 | 348 |
EducationField_Life Sciences
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 479 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 479 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 479 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 479 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 479 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 479 |
EducationField_Marketing
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1042 | |
| 1 | 134 | 11.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1042 | |
| 1 | 134 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1042 | |
| 1 | 134 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1042 | |
| 1 | 134 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1042 | |
| 1 | 134 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1042 | |
| 1 | 134 | 11.4% |
EducationField_Medical
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 364 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 364 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 364 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 364 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 364 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 364 |
EducationField_Other
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 | 62 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 62 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 62 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 62 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 62 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 62 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 62 | 5.3% |
EducationField_Technical Degree
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| 1 | 115 | 9.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| 1 | 115 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| 1 | 115 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| 1 | 115 | 9.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| 1 | 115 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1061 | |
| 1 | 115 | 9.8% |
Gender_Male
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 0 | 472 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 0 | 472 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 0 | 472 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 0 | 472 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 0 | 472 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 0 | 472 |
JobRole_Human Resources
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 | 41 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1135 | |
| 1 | 41 | 3.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1135 | |
| 1 | 41 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1135 | |
| 1 | 41 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1135 | |
| 1 | 41 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1135 | |
| 1 | 41 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1135 | |
| 1 | 41 | 3.5% |
JobRole_Laboratory Technician
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 961 | |
| 1 | 215 | 18.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 961 | |
| 1 | 215 | 18.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 961 | |
| 1 | 215 | 18.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 961 | |
| 1 | 215 | 18.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 961 | |
| 1 | 215 | 18.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 961 | |
| 1 | 215 | 18.3% |
JobRole_Manager
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 | 83 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1093 | |
| 1 | 83 | 7.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1093 | |
| 1 | 83 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1093 | |
| 1 | 83 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1093 | |
| 1 | 83 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1093 | |
| 1 | 83 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1093 | |
| 1 | 83 | 7.1% |
JobRole_Manufacturing Director
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1063 | |
| 1 | 113 | 9.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1063 | |
| 1 | 113 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1063 | |
| 1 | 113 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1063 | |
| 1 | 113 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1063 | |
| 1 | 113 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1063 | |
| 1 | 113 | 9.6% |
JobRole_Research Director
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 | 63 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 63 | 5.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 63 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 63 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 63 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 63 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 63 | 5.4% |
JobRole_Research Scientist
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 220 | 18.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 220 | 18.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 220 | 18.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 220 | 18.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 220 | 18.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 220 | 18.7% |
JobRole_Sales Executive
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 273 | 23.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 273 | 23.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 273 | 23.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 273 | 23.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 273 | 23.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 273 | 23.2% |
JobRole_Sales Representative
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 | 60 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1116 | |
| 1 | 60 | 5.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1116 | |
| 1 | 60 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1116 | |
| 1 | 60 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1116 | |
| 1 | 60 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1116 | |
| 1 | 60 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1116 | |
| 1 | 60 | 5.1% |
MaritalStatus_Married
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 540 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 540 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 540 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 540 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 540 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 540 |
MaritalStatus_Single
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 373 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 373 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 373 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 373 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 373 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 373 |
OverTime_Yes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1176 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 836 | |
| 1 | 340 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 836 | |
| 1 | 340 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 836 | |
| 1 | 340 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1176 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 836 | |
| 1 | 340 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1176 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 836 | |
| 1 | 340 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 836 | |
| 1 | 340 |
| Age | DailyRate | DistanceFromHome | MonthlyIncome | NumCompaniesWorked | PercentSalaryHike | TotalWorkingYears | TrainingTimesLastYear | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | AverageSatisfaction | SalaryDeviation | Education | EnvironmentSatisfaction | JobInvolvement | JobLevel | JobSatisfaction | RelationshipSatisfaction | StockOptionLevel | WorkLifeBalance | BusinessTravel_Travel_Frequently | BusinessTravel_Travel_Rarely | EducationField_Life Sciences | EducationField_Marketing | EducationField_Medical | EducationField_Other | EducationField_Technical Degree | Gender_Male | JobRole_Human Resources | JobRole_Laboratory Technician | JobRole_Manager | JobRole_Manufacturing Director | JobRole_Research Director | JobRole_Research Scientist | JobRole_Sales Executive | JobRole_Sales Representative | MaritalStatus_Married | MaritalStatus_Single | OverTime_Yes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.016 | 0.001 | 0.482 | 0.362 | 0.008 | 0.670 | -0.005 | 0.253 | 0.206 | 0.173 | 0.196 | 0.031 | 0.065 | 0.143 | 0.000 | 0.050 | 0.301 | 0.000 | 0.022 | 0.101 | 0.060 | 0.046 | 0.023 | 0.000 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.043 | 0.149 | 0.317 | 0.071 | 0.208 | 0.146 | 0.109 | 0.235 | 0.104 | 0.207 | 0.060 |
| DailyRate | 0.016 | 1.000 | 0.002 | 0.038 | 0.045 | 0.017 | 0.029 | -0.028 | 0.005 | 0.029 | -0.038 | 0.001 | 0.025 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.036 | 0.000 | 0.073 | 0.014 | 0.000 | 0.080 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.122 | 0.072 | 0.000 |
| DistanceFromHome | 0.001 | 0.002 | 1.000 | 0.010 | 0.004 | 0.042 | 0.009 | -0.031 | 0.013 | 0.015 | -0.001 | 0.006 | -0.017 | -0.049 | 0.000 | 0.000 | 0.021 | 0.051 | 0.010 | 0.038 | 0.000 | 0.000 | 0.036 | 0.072 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.051 | 0.030 | 0.000 | 0.000 | 0.038 | 0.057 | 0.000 | 0.000 | 0.057 |
| MonthlyIncome | 0.482 | 0.038 | 0.010 | 1.000 | 0.176 | -0.032 | 0.708 | -0.009 | 0.459 | 0.387 | 0.257 | 0.361 | -0.027 | 0.336 | 0.083 | 0.000 | 0.048 | 0.859 | 0.000 | 0.000 | 0.063 | 0.000 | 0.070 | 0.000 | 0.000 | 0.135 | 0.000 | 0.049 | 0.044 | 0.068 | 0.079 | 0.387 | 0.725 | 0.249 | 0.529 | 0.390 | 0.470 | 0.294 | 0.026 | 0.046 | 0.065 |
| NumCompaniesWorked | 0.362 | 0.045 | 0.004 | 0.176 | 1.000 | -0.022 | 0.317 | -0.029 | -0.170 | -0.117 | -0.068 | -0.138 | -0.018 | 0.104 | 0.096 | 0.000 | 0.000 | 0.113 | 0.000 | 0.000 | 0.013 | 0.035 | 0.000 | 0.036 | 0.063 | 0.061 | 0.014 | 0.061 | 0.020 | 0.000 | 0.085 | 0.061 | 0.110 | 0.000 | 0.127 | 0.040 | 0.045 | 0.095 | 0.000 | 0.078 | 0.018 |
| PercentSalaryHike | 0.008 | 0.017 | 0.042 | -0.032 | -0.022 | 1.000 | -0.016 | 0.006 | -0.041 | -0.014 | -0.025 | -0.019 | -0.013 | 0.014 | 0.035 | 0.000 | 0.057 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.056 | 0.078 | 0.010 | 0.000 | 0.000 | 0.000 | 0.034 | 0.046 | 0.000 | 0.018 | 0.061 | 0.000 | 0.003 | 0.032 | 0.053 | 0.055 | 0.000 | 0.000 | 0.000 |
| TotalWorkingYears | 0.670 | 0.029 | 0.009 | 0.708 | 0.317 | -0.016 | 1.000 | -0.004 | 0.583 | 0.482 | 0.321 | 0.487 | -0.035 | 0.108 | 0.084 | 0.000 | 0.005 | 0.539 | 0.038 | 0.027 | 0.074 | 0.000 | 0.018 | 0.000 | 0.000 | 0.036 | 0.049 | 0.005 | 0.018 | 0.058 | 0.078 | 0.221 | 0.562 | 0.079 | 0.315 | 0.228 | 0.211 | 0.338 | 0.083 | 0.106 | 0.000 |
| TrainingTimesLastYear | -0.005 | -0.028 | -0.031 | -0.009 | -0.029 | 0.006 | -0.004 | 1.000 | 0.013 | 0.011 | 0.005 | -0.003 | -0.012 | 0.000 | 0.048 | 0.024 | 0.000 | 0.000 | 0.022 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.021 | 0.072 | 0.077 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.047 | 0.000 | 0.055 | 0.032 | 0.020 | 0.111 |
| YearsAtCompany | 0.253 | 0.005 | 0.013 | 0.459 | -0.170 | -0.041 | 0.583 | 0.013 | 1.000 | 0.846 | 0.512 | 0.847 | -0.009 | 0.053 | 0.079 | 0.007 | 0.036 | 0.349 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.056 | 0.034 | 0.000 | 0.041 | 0.052 | 0.000 | 0.100 | 0.000 | 0.142 | 0.390 | 0.069 | 0.161 | 0.107 | 0.134 | 0.205 | 0.067 | 0.000 | 0.083 |
| YearsInCurrentRole | 0.206 | 0.029 | 0.015 | 0.387 | -0.117 | -0.014 | 0.482 | 0.011 | 0.846 | 1.000 | 0.505 | 0.724 | -0.027 | 0.064 | 0.038 | 0.061 | 0.053 | 0.241 | 0.038 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.129 | 0.208 | 0.039 | 0.161 | 0.137 | 0.160 | 0.138 | 0.016 | 0.061 | 0.000 |
| YearsSinceLastPromotion | 0.173 | -0.038 | -0.001 | 0.257 | -0.068 | -0.025 | 0.321 | 0.005 | 0.512 | 0.505 | 1.000 | 0.461 | 0.016 | 0.053 | 0.000 | 0.000 | 0.000 | 0.214 | 0.000 | 0.029 | 0.044 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.068 | 0.241 | 0.000 | 0.113 | 0.109 | 0.069 | 0.065 | 0.100 | 0.000 | 0.046 |
| YearsWithCurrManager | 0.196 | 0.001 | 0.006 | 0.361 | -0.138 | -0.019 | 0.487 | -0.003 | 0.847 | 0.724 | 0.461 | 1.000 | -0.041 | 0.032 | 0.055 | 0.000 | 0.026 | 0.229 | 0.000 | 0.000 | 0.000 | 0.041 | 0.096 | 0.111 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 0.111 | 0.195 | 0.067 | 0.173 | 0.101 | 0.079 | 0.158 | 0.000 | 0.000 | 0.000 |
| AverageSatisfaction | 0.031 | 0.025 | -0.017 | -0.027 | -0.018 | -0.013 | -0.035 | -0.012 | -0.009 | -0.027 | 0.016 | -0.041 | 1.000 | -0.037 | 0.030 | 0.368 | 0.009 | 0.054 | 0.357 | 0.361 | 0.080 | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.056 | 0.043 | 0.055 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.098 | 0.107 |
| SalaryDeviation | 0.065 | 0.022 | -0.049 | 0.336 | 0.104 | 0.014 | 0.108 | 0.000 | 0.053 | 0.064 | 0.053 | 0.032 | -0.037 | 1.000 | 0.028 | 0.042 | 0.000 | 0.293 | 0.000 | 0.050 | 0.000 | 0.000 | 0.032 | 0.049 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.028 | 0.020 | 0.156 | 0.208 | 0.152 | 0.302 | 0.182 | 0.169 | 0.118 | 0.000 | 0.043 | 0.000 |
| Education | 0.143 | 0.000 | 0.000 | 0.083 | 0.096 | 0.035 | 0.084 | 0.048 | 0.079 | 0.038 | 0.000 | 0.055 | 0.030 | 0.028 | 1.000 | 0.049 | 0.000 | 0.082 | 0.000 | 0.032 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.038 | 0.071 | 0.000 | 0.030 | 0.000 | 0.048 | 0.000 | 0.000 | 0.068 | 0.000 | 0.000 | 0.062 | 0.000 | 0.000 | 0.000 |
| EnvironmentSatisfaction | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.007 | 0.061 | 0.000 | 0.000 | 0.368 | 0.042 | 0.049 | 1.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.070 | 0.000 | 0.000 | 0.016 | 0.056 | 0.061 | 0.000 | 0.066 |
| JobInvolvement | 0.050 | 0.000 | 0.021 | 0.048 | 0.000 | 0.057 | 0.005 | 0.000 | 0.036 | 0.053 | 0.000 | 0.026 | 0.009 | 0.000 | 0.000 | 0.044 | 1.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.030 | 0.024 | 0.000 |
| JobLevel | 0.301 | 0.000 | 0.051 | 0.859 | 0.113 | 0.000 | 0.539 | 0.000 | 0.349 | 0.241 | 0.214 | 0.229 | 0.054 | 0.293 | 0.082 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.000 | 0.000 | 0.000 | 0.164 | 0.005 | 0.000 | 0.070 | 0.064 | 0.121 | 0.414 | 0.649 | 0.268 | 0.431 | 0.431 | 0.481 | 0.273 | 0.041 | 0.061 | 0.000 |
| JobSatisfaction | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.038 | 0.022 | 0.000 | 0.038 | 0.000 | 0.000 | 0.357 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| RelationshipSatisfaction | 0.022 | 0.000 | 0.038 | 0.000 | 0.000 | 0.011 | 0.027 | 0.000 | 0.000 | 0.047 | 0.029 | 0.000 | 0.361 | 0.050 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.026 | 0.000 | 0.031 | 0.052 | 0.000 | 0.073 | 0.033 | 0.000 | 0.058 | 0.034 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.057 | 0.047 | 0.000 | 0.042 | 0.000 | 0.043 |
| StockOptionLevel | 0.101 | 0.040 | 0.000 | 0.063 | 0.013 | 0.000 | 0.074 | 0.014 | 0.018 | 0.000 | 0.044 | 0.000 | 0.080 | 0.000 | 0.025 | 0.000 | 0.040 | 0.063 | 0.000 | 0.026 | 1.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.029 | 0.027 | 0.379 | 0.787 | 0.000 |
| WorkLifeBalance | 0.060 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 1.000 | 0.000 | 0.013 | 0.066 | 0.026 | 0.033 | 0.000 | 0.015 | 0.000 | 0.029 | 0.008 | 0.000 | 0.000 | 0.000 | 0.053 | 0.022 | 0.031 | 0.000 | 0.000 | 0.000 |
| BusinessTravel_Travel_Frequently | 0.046 | 0.000 | 0.036 | 0.070 | 0.000 | 0.056 | 0.018 | 0.000 | 0.000 | 0.000 | 0.013 | 0.096 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 1.000 | 0.748 | 0.043 | 0.000 | 0.000 | 0.031 | 0.027 | 0.028 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.017 | 0.000 | 0.000 |
| BusinessTravel_Travel_Rarely | 0.023 | 0.036 | 0.072 | 0.000 | 0.036 | 0.078 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.111 | 0.060 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.052 | 0.000 | 0.013 | 0.748 | 1.000 | 0.034 | 0.008 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 |
| EducationField_Life Sciences | 0.000 | 0.000 | 0.048 | 0.000 | 0.063 | 0.010 | 0.000 | 0.021 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.066 | 0.043 | 0.034 | 1.000 | 0.293 | 0.553 | 0.190 | 0.269 | 0.000 | 0.051 | 0.055 | 0.000 | 0.033 | 0.023 | 0.000 | 0.097 | 0.046 | 0.015 | 0.037 | 0.000 |
| EducationField_Marketing | 0.000 | 0.073 | 0.000 | 0.135 | 0.061 | 0.000 | 0.036 | 0.072 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.036 | 0.050 | 0.000 | 0.000 | 0.164 | 0.000 | 0.073 | 0.000 | 0.026 | 0.000 | 0.008 | 0.293 | 1.000 | 0.236 | 0.073 | 0.110 | 0.011 | 0.053 | 0.164 | 0.000 | 0.109 | 0.074 | 0.166 | 0.445 | 0.151 | 0.000 | 0.000 | 0.000 |
| EducationField_Medical | 0.000 | 0.014 | 0.000 | 0.000 | 0.014 | 0.000 | 0.049 | 0.077 | 0.041 | 0.000 | 0.000 | 0.000 | 0.076 | 0.000 | 0.038 | 0.000 | 0.000 | 0.005 | 0.000 | 0.033 | 0.032 | 0.033 | 0.000 | 0.000 | 0.553 | 0.236 | 1.000 | 0.151 | 0.215 | 0.000 | 0.043 | 0.037 | 0.000 | 0.000 | 0.029 | 0.039 | 0.100 | 0.042 | 0.000 | 0.000 | 0.000 |
| EducationField_Other | 0.048 | 0.000 | 0.000 | 0.049 | 0.061 | 0.000 | 0.005 | 0.000 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.071 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.028 | 0.190 | 0.073 | 0.151 | 1.000 | 0.065 | 0.000 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.018 | 0.000 |
| EducationField_Technical Degree | 0.000 | 0.080 | 0.000 | 0.044 | 0.020 | 0.034 | 0.018 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.000 | 0.058 | 0.000 | 0.015 | 0.027 | 0.000 | 0.269 | 0.110 | 0.215 | 0.065 | 1.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.075 | 0.055 | 0.037 | 0.000 | 0.000 | 0.000 |
| Gender_Male | 0.000 | 0.054 | 0.044 | 0.068 | 0.000 | 0.046 | 0.058 | 0.000 | 0.100 | 0.102 | 0.000 | 0.056 | 0.056 | 0.028 | 0.030 | 0.000 | 0.000 | 0.064 | 0.029 | 0.034 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 1.000 | 0.023 | 0.060 | 0.020 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 |
| JobRole_Human Resources | 0.043 | 0.000 | 0.000 | 0.079 | 0.085 | 0.000 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.020 | 0.000 | 0.038 | 0.000 | 0.121 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.051 | 0.053 | 0.043 | 0.000 | 0.000 | 0.023 | 1.000 | 0.079 | 0.032 | 0.046 | 0.019 | 0.080 | 0.095 | 0.017 | 0.018 | 0.046 | 0.000 |
| JobRole_Laboratory Technician | 0.149 | 0.000 | 0.000 | 0.387 | 0.061 | 0.018 | 0.221 | 0.000 | 0.142 | 0.129 | 0.068 | 0.111 | 0.055 | 0.156 | 0.048 | 0.000 | 0.000 | 0.414 | 0.000 | 0.075 | 0.000 | 0.008 | 0.000 | 0.000 | 0.055 | 0.164 | 0.037 | 0.053 | 0.000 | 0.060 | 0.079 | 1.000 | 0.123 | 0.148 | 0.104 | 0.222 | 0.256 | 0.101 | 0.000 | 0.000 | 0.000 |
| JobRole_Manager | 0.317 | 0.000 | 0.051 | 0.725 | 0.110 | 0.061 | 0.562 | 0.000 | 0.390 | 0.208 | 0.241 | 0.195 | 0.000 | 0.208 | 0.000 | 0.000 | 0.027 | 0.649 | 0.000 | 0.000 | 0.064 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.020 | 0.032 | 0.123 | 1.000 | 0.079 | 0.050 | 0.125 | 0.145 | 0.048 | 0.021 | 0.018 | 0.000 |
| JobRole_Manufacturing Director | 0.071 | 0.000 | 0.030 | 0.249 | 0.000 | 0.000 | 0.079 | 0.059 | 0.069 | 0.039 | 0.000 | 0.067 | 0.000 | 0.152 | 0.000 | 0.070 | 0.000 | 0.268 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.109 | 0.000 | 0.000 | 0.000 | 0.078 | 0.046 | 0.148 | 0.079 | 1.000 | 0.065 | 0.150 | 0.173 | 0.063 | 0.000 | 0.000 | 0.000 |
| JobRole_Research Director | 0.208 | 0.023 | 0.000 | 0.529 | 0.127 | 0.003 | 0.315 | 0.000 | 0.161 | 0.161 | 0.113 | 0.173 | 0.000 | 0.302 | 0.068 | 0.000 | 0.000 | 0.431 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.023 | 0.074 | 0.029 | 0.000 | 0.000 | 0.000 | 0.019 | 0.104 | 0.050 | 0.065 | 1.000 | 0.105 | 0.123 | 0.036 | 0.000 | 0.000 | 0.000 |
| JobRole_Research Scientist | 0.146 | 0.000 | 0.000 | 0.390 | 0.040 | 0.032 | 0.228 | 0.047 | 0.107 | 0.137 | 0.109 | 0.101 | 0.000 | 0.182 | 0.000 | 0.000 | 0.000 | 0.431 | 0.000 | 0.057 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.166 | 0.039 | 0.000 | 0.075 | 0.000 | 0.080 | 0.222 | 0.125 | 0.150 | 0.105 | 1.000 | 0.260 | 0.102 | 0.041 | 0.029 | 0.024 |
| JobRole_Sales Executive | 0.109 | 0.000 | 0.038 | 0.470 | 0.045 | 0.053 | 0.211 | 0.000 | 0.134 | 0.160 | 0.069 | 0.079 | 0.000 | 0.169 | 0.000 | 0.016 | 0.000 | 0.481 | 0.000 | 0.047 | 0.029 | 0.022 | 0.000 | 0.000 | 0.097 | 0.445 | 0.100 | 0.044 | 0.055 | 0.000 | 0.095 | 0.256 | 0.145 | 0.173 | 0.123 | 0.260 | 1.000 | 0.119 | 0.000 | 0.000 | 0.000 |
| JobRole_Sales Representative | 0.235 | 0.000 | 0.057 | 0.294 | 0.095 | 0.055 | 0.338 | 0.055 | 0.205 | 0.138 | 0.065 | 0.158 | 0.000 | 0.118 | 0.062 | 0.056 | 0.043 | 0.273 | 0.000 | 0.000 | 0.027 | 0.031 | 0.027 | 0.000 | 0.046 | 0.151 | 0.042 | 0.000 | 0.037 | 0.000 | 0.017 | 0.101 | 0.048 | 0.063 | 0.036 | 0.102 | 0.119 | 1.000 | 0.000 | 0.064 | 0.000 |
| MaritalStatus_Married | 0.104 | 0.122 | 0.000 | 0.026 | 0.000 | 0.000 | 0.083 | 0.032 | 0.067 | 0.016 | 0.100 | 0.000 | 0.061 | 0.000 | 0.000 | 0.061 | 0.030 | 0.041 | 0.000 | 0.042 | 0.379 | 0.000 | 0.017 | 0.036 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.021 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 1.000 | 0.626 | 0.000 |
| MaritalStatus_Single | 0.207 | 0.072 | 0.000 | 0.046 | 0.078 | 0.000 | 0.106 | 0.020 | 0.000 | 0.061 | 0.000 | 0.000 | 0.098 | 0.043 | 0.000 | 0.000 | 0.024 | 0.061 | 0.000 | 0.000 | 0.787 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.046 | 0.000 | 0.018 | 0.000 | 0.000 | 0.029 | 0.000 | 0.064 | 0.626 | 1.000 | 0.000 |
| OverTime_Yes | 0.060 | 0.000 | 0.057 | 0.065 | 0.018 | 0.000 | 0.000 | 0.111 | 0.083 | 0.000 | 0.046 | 0.000 | 0.107 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| Age | DailyRate | DistanceFromHome | Education | EnvironmentSatisfaction | JobInvolvement | JobLevel | JobSatisfaction | MonthlyIncome | NumCompaniesWorked | PercentSalaryHike | RelationshipSatisfaction | StockOptionLevel | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | AverageSatisfaction | SalaryDeviation | BusinessTravel_Travel_Frequently | BusinessTravel_Travel_Rarely | EducationField_Life Sciences | EducationField_Marketing | EducationField_Medical | EducationField_Other | EducationField_Technical Degree | Gender_Male | JobRole_Human Resources | JobRole_Laboratory Technician | JobRole_Manager | JobRole_Manufacturing Director | JobRole_Research Director | JobRole_Research Scientist | JobRole_Sales Executive | JobRole_Sales Representative | MaritalStatus_Married | MaritalStatus_Single | OverTime_Yes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.090194 | 1.049455 | -0.899915 | 1.064209 | -0.658710 | 1.795282 | 1.762189 | -0.647997 | 2.026752 | 1.330763 | -0.337129 | 0.240218 | 2.613100 | 2.261482 | -0.605389 | 0.337621 | -0.665706 | -0.625365 | -0.368024 | -0.616406 | -0.621552 | 0.351712 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | -1.634828 | -0.523449 | -0.899915 | -1.855332 | 0.260202 | 0.373564 | -0.986265 | 1.153526 | -0.864408 | -1.083704 | -0.337129 | 0.240218 | 0.247430 | -1.072675 | -0.605389 | 0.337621 | -0.830071 | -0.905635 | -0.056884 | -0.897047 | 0.965160 | -0.200492 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 2 | 0.981193 | -0.992080 | -0.777610 | -1.855332 | -1.577622 | 0.373564 | 1.762189 | 0.252765 | 2.347706 | 0.123529 | -0.880974 | 1.160403 | 0.247430 | 1.492061 | 0.190962 | 0.337621 | 0.813578 | 1.336527 | 0.565398 | 1.348076 | -0.092648 | 1.477794 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 3 | -1.307825 | -0.453653 | 0.445433 | -1.855332 | -0.658710 | 0.373564 | -0.986265 | 0.252765 | -0.956202 | -0.681293 | -1.152896 | 0.240218 | -0.935405 | -0.559727 | -1.401740 | 0.337621 | -0.008246 | -0.064824 | -0.679165 | 0.506155 | -0.092648 | -0.522553 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 4 | 0.654191 | 0.491086 | -0.043784 | 2.037390 | 1.179114 | 0.373564 | -0.070114 | 0.252765 | -0.185956 | 0.123529 | -0.609051 | -0.679966 | 0.247430 | -0.175017 | 0.190962 | 0.337621 | 0.156119 | 0.775986 | 0.565398 | 0.786795 | 0.436256 | 0.131855 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 5 | -0.980822 | 0.879950 | -0.899915 | 1.064209 | -1.577622 | -2.469873 | -0.986265 | 1.153526 | -0.662120 | 0.928352 | -0.609051 | 1.160403 | -0.935405 | -0.816201 | 0.987313 | -1.055510 | -0.665706 | -0.625365 | -0.056884 | -0.616406 | 0.436256 | 0.509248 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 |
| 6 | 1.526197 | 0.072310 | -1.022219 | 0.091029 | 0.260202 | 0.373564 | -0.986265 | 1.153526 | -0.821414 | -0.681293 | -1.152896 | -0.679966 | -0.935405 | -1.329148 | -2.198092 | -1.055510 | -0.994436 | -1.185905 | -0.679165 | -1.177687 | 0.436256 | -0.049644 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| 7 | 0.654191 | 0.692996 | 2.157694 | 0.091029 | 0.260202 | 0.373564 | 0.846038 | -1.548758 | 0.919216 | 2.135585 | -1.152896 | 0.240218 | 0.247430 | 0.850877 | -1.401740 | 0.337621 | 0.156119 | 0.775986 | -0.679165 | -0.897047 | -0.621552 | 0.754877 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 8 | 0.327188 | -1.709982 | 0.567738 | -0.882152 | 1.179114 | 0.373564 | -0.070114 | -1.548758 | -0.409527 | -0.681293 | -0.065206 | 0.240218 | 0.247430 | -0.816201 | -0.605389 | 0.337621 | -0.336976 | -0.064824 | -0.368024 | -0.616406 | -0.092648 | -0.652556 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 |
| 9 | -1.089823 | -1.493116 | 0.078520 | 0.091029 | 1.179114 | -1.048155 | -0.070114 | 1.153526 | -0.166609 | -0.681293 | -1.152896 | 1.160403 | -0.935405 | -0.687964 | 0.190962 | 0.337621 | -0.172611 | -0.625365 | 0.565398 | -0.055126 | 2.022967 | 0.199737 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 |
| Age | DailyRate | DistanceFromHome | Education | EnvironmentSatisfaction | JobInvolvement | JobLevel | JobSatisfaction | MonthlyIncome | NumCompaniesWorked | PercentSalaryHike | RelationshipSatisfaction | StockOptionLevel | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | AverageSatisfaction | SalaryDeviation | BusinessTravel_Travel_Frequently | BusinessTravel_Travel_Rarely | EducationField_Life Sciences | EducationField_Marketing | EducationField_Medical | EducationField_Other | EducationField_Technical Degree | Gender_Male | JobRole_Human Resources | JobRole_Laboratory Technician | JobRole_Manager | JobRole_Manufacturing Director | JobRole_Research Director | JobRole_Research Scientist | JobRole_Sales Executive | JobRole_Sales Representative | MaritalStatus_Married | MaritalStatus_Single | OverTime_Yes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1166 | -0.326817 | 1.585389 | -0.288393 | -0.882152 | -0.658710 | 0.373564 | -0.986265 | 0.252765 | -0.910627 | -1.083704 | 2.654020 | -0.679966 | 0.247430 | 0.081457 | 0.987313 | 0.337621 | 0.649213 | 1.616797 | 0.876538 | 0.786795 | -0.621552 | -0.362654 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 |
| 1167 | 2.507205 | -0.952197 | -0.288393 | 0.091029 | -1.577622 | 0.373564 | 2.678340 | -1.548758 | 2.799362 | 0.928352 | -1.152896 | 1.160403 | -0.935405 | 2.774429 | 1.783664 | -2.448641 | 3.607782 | 1.056257 | 2.743382 | 1.628716 | -1.150456 | 0.280781 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 1168 | 0.000185 | 1.640229 | 0.200825 | 0.091029 | -1.577622 | 0.373564 | -0.986265 | 0.252765 | -0.626649 | 0.525941 | 0.750562 | -1.600151 | -0.935405 | -0.431491 | 2.580015 | 0.337621 | -0.665706 | -0.625365 | -0.679165 | -0.616406 | -1.679360 | 0.633698 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 1169 | -0.217816 | -0.304090 | 1.056955 | 1.064209 | -0.658710 | 0.373564 | -0.070114 | -1.548758 | -0.211323 | -1.083704 | 0.206717 | 1.160403 | 0.247430 | -0.687964 | -0.605389 | -2.448641 | -0.336976 | -0.345095 | -0.679165 | -0.055126 | -0.621552 | 0.042854 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 |
| 1170 | 0.981193 | 0.847545 | -0.288393 | 1.064209 | 0.260202 | 0.373564 | -0.070114 | 0.252765 | -0.276460 | -0.278882 | -0.337129 | 0.240218 | -0.935405 | -0.559727 | -0.605389 | 1.730752 | -0.994436 | -1.185905 | -0.679165 | -1.177687 | 0.436256 | -0.185681 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 1171 | -1.525827 | -0.939733 | -0.288393 | 0.091029 | 0.260202 | 0.373564 | -0.986265 | 1.153526 | -0.917721 | -0.681293 | 1.566330 | -0.679966 | 0.247430 | -1.072675 | -0.605389 | 0.337621 | -0.665706 | -0.625365 | -0.679165 | -0.616406 | 0.436256 | -0.387544 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 1172 | 0.109186 | 0.511028 | -0.899915 | -0.882152 | -0.658710 | 0.373564 | -0.070114 | -1.548758 | 0.075020 | 0.123529 | -0.065206 | 1.160403 | 0.247430 | -0.046780 | 0.190962 | 0.337621 | -0.008246 | 0.775986 | -0.368024 | 0.786795 | -0.621552 | 1.047503 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 1173 | -1.634828 | -1.463203 | -0.166088 | -1.855332 | -0.658710 | -2.469873 | -0.986265 | -1.548758 | -0.879886 | -0.681293 | -0.065206 | -1.600151 | 0.247430 | -0.944438 | 0.190962 | -1.055510 | -0.501341 | -0.345095 | -0.368024 | -0.897047 | -2.208263 | -0.254798 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 1174 | -0.108815 | -0.932255 | -0.899915 | 1.064209 | 1.179114 | 0.373564 | -0.070114 | -0.647997 | 0.089853 | 0.525941 | 1.838252 | 1.160403 | 0.247430 | 0.466167 | -0.605389 | 0.337621 | -0.994436 | -1.185905 | -0.679165 | -1.177687 | 0.965160 | 1.099546 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 |
| 1175 | 0.218187 | -0.094702 | 1.301564 | 0.091029 | 0.260202 | 0.373564 | -0.070114 | 1.153526 | -0.519593 | -0.278882 | 0.750562 | 1.160403 | 0.247430 | -0.559727 | 2.580015 | 0.337621 | -0.830071 | -0.905635 | -0.056884 | -0.616406 | 1.494063 | -1.038727 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |